2022
Product Ranking on Online Platforms
Derakhshan M, Golrezaei N, Manshadi V, Mirrokni V. Product Ranking on Online Platforms. Management Science 2022, 68: 4024-4041. DOI: 10.1287/mnsc.2021.4044.Peer-Reviewed Original ResearchMarket shareConsumer welfarePreference weightsSequential search modelPlatform’s market shareGabriel WeintraubExternal effectsSearch modelModeling primitivesMaximum likelihood estimationWelfareConsumer considerationMarketing analyticsLikelihood estimationMarketSharingConsumersPreferencesRevenue managementSearch policyInsufficient screeningExternalitiesWeintraubRevenueDecreasing order
2021
Designing Approximately Optimal Search on Matching Platforms
Immorlica N, Lucier B, Manshadi V, Wei A. Designing Approximately Optimal Search on Matching Platforms. 2021, 632-633. DOI: 10.1145/3465456.3467530.Peer-Reviewed Original ResearchSocial welfareTwo-sided matching marketsUnique stationary equilibriumDecentralized two-sided matching marketEquilibrium social welfareOptimal social welfareMeeting rateStationary equilibriumMatching marketsOptimal welfareIncentive issuesWelfareEquilibriumPairwise preferencesEasy-to-implementAgent searchesMatching platformPreferencesPotential partnersBipartite graphsConstant factorIncentivesMarketNP-hardDesign problem
2020
Product Ranking on Online Platforms
Derakhshan M, Golrezaei N, Manshadi V, Mirrokni V. Product Ranking on Online Platforms. 2020, 459-459. DOI: 10.1145/3391403.3399483.Peer-Reviewed Original ResearchConsumer welfareMarket sharePreference weightsSequential search modelPlatform’s market shareExternal effectsSearch modelModeling primitivesMaximum likelihood estimationWelfareConsumer considerationLikelihood estimationSharingConsumersPreferencesSearch policyInsufficient screeningMarketExternalitiesDecreasing orderPolicy
2016
On Matching and Thickness in Heterogeneous Dynamic Markets
Ashlagi I, Burq M, Jaillet P, Manshadi V. On Matching and Thickness in Heterogeneous Dynamic Markets. 2016, 765-765. DOI: 10.1145/2940716.2940758.Peer-Reviewed Original Research